초록

Most of the organizations put information on the web because they want it to be seen by the world. Theirgoal is to have visitors come to the site, feel comfortable and stay a while and try to know completelyabout the running organization. As educational system increasingly requires data mining, the opportunityarises to mine the resulting large amounts of student information for hidden useful information (patternslike rule, clustering, and classification, etc). The education domain offers ground for many interestingand challenging data mining applications like astronomy, chemistry, engineering, climate studies,geology, oceanography, ecology, physics, biology, health sciences and computer science.Collecting the interesting patterns using the required interestingness measures, which help us indiscovering the sophisticated patterns that are ultimately used for developing the site. We study theapplication of data mining to educational log data collected from Guru Nanak Institute of Technology,Ibrahimpatnam, India. We have proposed a custom-built apriori algorithm to find the effective patternanalysis. Finally, analyzing web logs for usage and access trends can not only provide importantinformation to web site developers and administrators, but also help in creating adaptive web sites.